训练 - 水库运行管理系统

本接口使用多个自变量数据和一个应变量数据，通过M稳健估计来构建预测模型，可以有效解决包含双步型震荡异常数据的识别问题。本接口没有返回模型对象，只返回了后续做预测所必要的数据。

请求参数

Body 参数application/json

这是一个用于表示自变量和因变量数据序列的JSON Schema，其中x为自变量合集，y为因变量列表。

array [array]

自变量合集

必需

可以有多个自变量，x序列应该是按照日期排序的数据序列，但是日期数据不用传递给本接口。

>= 1 items

number

可选

array [array]

因变量列表

必需

自变量对应的应变量的值，只能有一个因变量。

>= 1 items

number

可选

示例

示例代码

Shell

JavaScript

Java

Swift

PHP

Python

HTTP

Objective-C

Ruby

OCaml

Dart

返回响应

🟢200成功

application/json

Body

code

integer

响应状态码

必需

msg

string

响应消息

必需

data

object

必需

array [array]

必需

自变量合集, 原样返回输入的自变量合集，二维数组

params

array[number]

必需

模型参数, 一维数组

resid

array[number]

模型残差

必需

fittedvalues

array[number]

模型拟合数据

必需

weights

array[number]

权重

必需

示例

{
    "x": [
        [
            14.745422309950559,
            217.42747909878767,
            3206.0600010995727,
            10.994015813505687,
            24.411321690021186,
            24.411321690021186,
            24.411321690021186,
            0.9998518392091162,
            0.017213356155834685,
            0.01,
            -4.605170185988091
        ],
        [
            15.110257555997194,
            228.3198834085703,
            3449.9722434587475,
            13.22721728182354,
            24.647300229472602,
            24.411321690021186,
            24.411321690021186,
            0.9994074007397048,
            0.03442161162274574,
            0.02,
            -3.912023005428146
        ],
        [
            15.911313097983536,
            253.16988450206242,
            4028.2652992926446,
            15.256099156197433,
            23.397035224909185,
            24.647300229472602,
            24.411321690021186,
            0.998666816288476,
            0.051619667223253764,
            0.03,
            -3.506557897319982
        ],
        [
            15.473339196022447,
            239.4242258751646,
            3704.6922587115164,
            15.275984528515975,
            24.027569876876623,
            23.397035224909185,
            24.647300229472602,
            0.9976303053065857,
            0.06880242680231986,
            0.04,
            -3.2188758248682006
        ],
        [
            15.632410278224961,
            244.37225110675342,
            3820.127289914183,
            15.34352681823484,
            20.064554090474505,
            24.027569876876623,
            23.397035224909185,
            0.9962981749346078,
            0.08596479873744647,
            0.05,
            -2.995732273553991
        ],
        [
            14.20217312061725,
            201.7017213479831,
            2864.602765310556,
            15.35536243484189,
            22.506463428179316,
            20.064554090474505,
            24.027569876876623,
            0.9946708199115211,
            0.10310169744743485,
            0.06,
            -2.8134107167600364
        ],
        [
            15.856976140815874,
            251.44369233040388,
            3987.1366300418617,
            15.10854174507173,
            24.370514822290595,
            22.506463428179316,
            20.064554090474505,
            0.9927487224577402,
            0.1202080448993527,
            0.07,
            -2.659260036932778
        ],
        [
            15.218218337982618,
            231.59416938251044,
            3524.450635466773,
            14.99668935801291,
            22.65648347165605,
            24.370514822290595,
            22.506463428179316,
            0.9905324521322229,
            0.13727877211326478,
            0.08,
            -2.5257286443082556
        ],
        [
            15.193106872246549,
            230.8304964315053,
            3507.032401657586,
            14.952845753462368,
            24.204067746922302,
            22.65648347165605,
            24.370514822290595,
            0.9880226656636976,
            0.15430882066428117,
            0.09,
            -2.4079456086518722
        ],
        [
            14.183568269592405,
            201.1736088581885,
            2853.3596152803957,
            15.050167732934543,
            22.120728355983328,
            24.204067746922302,
            22.65648347165605,
            0.9852201067560606,
            0.1712931441814776,
            0.1,
            -2.3025850929940455
        ],
        [
            14.690372486610716,
            215.8070437953691,
            3170.285858588284,
            14.942453366073408,
            21.095549033713986,
            22.120728355983328,
            24.204067746922302,
            0.9821256058680006,
            0.1882267098432442,
            0.11,
            -2.2072749131897207
        ],
        [
            15.325505046371175,
            234.87110492634835,
            3599.5183037955253,
            14.969482886769343,
            22.30864632284392,
            21.095549033713986,
            22.120728355983328,
            0.9787400799669153,
            0.2051044998686192,
            0.12,
            -2.120263536200091
        ],
        [
            14.883426976922472,
            221.5163985773836,
            3296.9231424173418,
            14.967439399677414,
            20.016171438640267,
            22.30864632284392,
            21.095549033713986,
            0.9750645322571948,
            0.2219215130041655,
            0.13,
            -2.0402208285265546
        ],
        [
            15.102975572787921,
            228.09987115222862,
            3444.986782168181,
            14.955481863854368,
            22.361506648877235,
            20.016171438640267,
            22.30864632284392,
            0.9711000518829505,
            0.2386727660059501,
            0.14,
            -1.966112856372